AI Officer Institute
AI Buddy
πŸ”₯ 7
1,240 xp
DH
← How to Brief an AI Agent
Agentic AI

Tools & Resources

Everything you need to go deeper β€” tools, reading, and reference links from this session.

01
The Anthropic AI Agent Guide
https://www.anthropic.com/research/building-effective-agents
A deep dive into how to structure agent instructions for real-world reliability. Covers the difference between single-turn prompts and multi-turn agent instructions.
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02
Prompt Engineering Best Practices
https://docs.anthropic.com/en/docs/build-a-bot-with-claude-s…
The official documentation for building agents with the Claude API. Includes code examples of how to structure briefs in production systems.
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03
Edge Case Testing Framework
https://www.anthropic.com/research/constitutional-ai
A research paper on how to anticipate and guard against failure modes in AI systems. Useful for understanding how to think about constraints.
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04
Brief Examples: Real Production Code
https://github.com/anthropics/anthropic-sdk-python
The Claude SDK repository includes example agent implementations that show real-world briefs in context. Look at the examples folder.
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05
Quick Reference: The Four Components
https://www.anthropic.com/resources/thinking-fast-and-slow-w…
A short guide to the four components of a strong brief with checklists you can print and use.
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Micro-Session Resources
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How to Brief an AI Agent Β· Micro-Session
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Hey! πŸ‘‹ I've reviewed this session and I'm ready to go deeper with you. Here's what we're covering:
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πŸ“ A brief is a build spec: The quality of your AI agent output is directly proportional to how clearly you define the role, objective, constraints, tone, and output format upfront. Vague brief, vague output.
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🎯 The anatomy of a great brief: Role β†’ Objective β†’ Context β†’ Constraints β†’ Output format β†’ Examples. Skip any one of these and the agent fills the gap with assumptions β€” usually the wrong ones.
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What do you want to dig into? Pick a question below or type your own. πŸ‘‡